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Hyperopt-Sklearn Automatic Hyperparameter Configuration for Scikit-Learn Brent Komer, James Bergstra, Chris Eliasmith {bjkomer, james.bergstra, celiasmith}@uwaterloo.ca Centre for Theoretical Neuroscience, University of
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Document Date: 2014-12-15 16:02:52

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University of Waterloo Abstract Search Space Hyperopt-sklearn / /

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pre-processing module / random search / optimization algorithms / search space estim / libSVM grid search / search space / automatic algorithm / search algorithms / software project / /

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Newsgroups Convex Shapes Approach Accuracy Approach F-Score Approach Accuracy Committee / University of Waterloo / Centre for Theoretical Neuroscience / /

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James Bergstra / Chris Eliasmith / /

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Neuroscience / machine learning / TPE Search Algorithm / three optimization algorithms / search algorithms / /

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